Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Recognizing and detecting data exfiltration

Every breach that lands a CISO in front of the board has a common final act: Data leaving the building. Attackers don't get paid for breaking in. They get paid for what they take out. And by the time stolen data appears on an extortion site or in a regulator's inbox, the window to stop the damage has already closed. That is what makes exfiltration so dangerous. It rarely looks like an emergency.

Corelight Agent Builder Library: AI Investigation Demo

What happens when you ask a generic SIEM AI assistant and a Corelight-powered threat hunter agent the exact same question about a suspicious IP? The difference is not the model. It is the investigation expertise. In this demo, we walk through a side-by-side comparison using Elastic's agent builder. A default AI assistant returns a surface-level summary. An agent built with the Corelight Agent Builder Library identifies lateral movement, flags potential ransomware and data exfiltration, surfaces IDS alerts, maps involved hosts, and recommends next steps.

From shadow AI visibility to AI threat detection

AI adoption is outpacing enterprise control. The 2026 Verizon DBIR found that 45% of employees regularly use AI on corporate devices, and 67% of those users access AI through non-corporate accounts. Cyberhaven Labs reports that 39.7% of data sent to AI tools is sensitive, while endpoint AI app adoption grew 509% year over year.

Corelight Sensor v29.2: Visibility into multi-stage intrusions, Shadow AI governance, and self-managing sensors

With Corelight Sensor v29.2, generally available September 16, 2026, your team gains the ability to behaviorally detect and disrupt multi-stage intrusions, govern AI usage across your network without decryption, and deploy sensors in minutes instead of hours. This post covers what’s new and how it accelerates your security operations.

Cryptography is negotiated, not configured: Why PQC readiness needs network data

Post-quantum cryptography (PQC), and the many ways it intersects with IT and cybersecurity, is becoming increasingly important to organizations of every size. While it seemed like an esoteric concept a few years ago, relegated to cryptographers' conference talks, it’s now something that comes up in many of our customer conversations.

The defensible AI-SOC: Redefining SOC modernization for the Mythos era

I know, I know. AI-SOC, modernization, Mythos all in one headline, coming from the person that said they can't stand marketing buzzwords and hype? Hear me out. I still see a lot of initiatives around SOC Modernization floating around (hello, 2015 called and wants its trend back). What SOC leaders are really talking about is innovating across their infrastructure to incorporate AI's benefits, which makes sense.

When the fuzzers come knocking on port 389: Hunting injection canaries in LDAP

It's easy to think of core infrastructure protocols like LDAP, Kerberos, DNS, SMB, and NTP as furniture. They're so old, so ubiquitous, and normally so quietly reliable that we almost stop seeing them. However, history teaches us that Infrastructure protocols can and do have serious vulnerabilities. They say when you kick a rock over, dozens of bugs crawl out from under it. In this vein, this blog delves into how I went looking for one security issue and uncovered 6 other ones.

Episode 23 - Inside Zeek 9: Modernizing Open Source Network Monitoring & Agentic Security Scanning

In this episode, host Richard Bejtlich sits down with Christian Kreibich, Zeek's technical lead, to unpack the upcoming Zeek 9 release and what it means for practitioners. Christian explains how the project structures its three-releases-a-year cadence and how the team has spent recent cycles modernizing Zeek—including the shift to ZeroMQ for cluster messaging and new systemd-based cluster orchestration. A major thread is security.

Financial Firm Stops Identity Attack in Under 2 Hours

Developing the full picture of an incident is essential for SOC teams responding to complex threats. A financial firm faced this challenge when attackers created legitimate accounts within their Google Workspace environment. While native alerts flagged the activity, investigators needed deeper context to determine scope and exposure. With Corelight, the team gained the network evidence and chronological activity timeline needed to scope the incident and restore full visibility.

Episode 22 - The CTO's Case for AI: Fixing Bugs, Vibe Coding, and the Future of Dev Jobs

In this episode, host Richard Bejtlich sits down with Steve Smoot, Chief Technical Officer at Corelight, to explore how AI is reshaping the daily work of engineers and defenders alike. Steve traces his path from early employee to CTO and explains why the flexibility of Open NDR—where a simple ten-line Zeek or Spicy script can solve a customer's edge case without a full product release—remains a core advantage. The conversation digs into practical realities of working with large language models.